Ph.D. in Statistics, 2003, The Pennsylvania State University, State College, PA, U.S.A.
M.S. in Statistics, 1996, Korea University, Seoul, Korea
B.S. in Statistics, 1994, Korea University, Seoul, Korea
경력
March 2012 ~ present, Associate professor of Statistics, Korea University, Seoul, Korea
Sep. 2009 ~ Feb. 2012, Associate professor of Statistics, Ewha Womans University, Seoul, Korea
July 2005 ~ Dec. 2011, Assistant professor of Epidemiology, and Biostatistics, Michigan State University,
East Lansing, MI, U.S.A.
May 2003 ~ June 2005, Research Associate, The Methodology Center, The Pennsylvania State University, State
College, PA, U.S.A.
Publication
연구논문
국제학술지
• Mudd, L.M., Pivarnik, J.M., Holzman, C., Paneth, N. Pfeiffer, K.A., & Chung, H . (in press) Maternal
physical
activity during pregnancy, child leisure-time activity, and child weight status at 3-9 years. To appear in
Journal
of Physical Activity and Health.
• Shin, D., Chung, H ., Weatherspoon L., & Song, W.O. (2014) Validity of pregnancy weight status estimated
from
self-reported height and weight. Maternal and Child Health Journal, 18, 1667–1674. .
• Shin, D., Bianchi, L., Chung, H ., Weatherspoon L., & Song, W.O. (2014) Is gestational weight gain
associated
with diet quality during pregnancy? Maternal anc Child Health Journal, 18, 1433-1443.
• Chung, H ., & Anthony, J.C. (2013) A Bayesian approach to a multiple-group latent class-profile analysis:
the
timing of drinking onset and subsequent drinking behaviors among U.S. adolescents. Structural Equation
Modeling: A
Multidisciplinary Journal, 20, 658-680.
• Chang, H.-C. & Chung, H. (2013) Dealing with multiple local modalities in latent class profile analysis.
Computational Statistics and Data Analysis, 68 , 296–310
• Harel, O., Chung, H. , & Miglioretti, D. (2013) Latent class regression: inference and estimation with
two-stage
multiple imputation. Biometrical Journal, 55, 541–553 .
• Mudd, L.M., Pivarnik, J.M., Holzman, C., Paneth, N., Pfeiffer, K.A., & Chung, H . (2012) Leisure-time
Physical
activity in pregnancy and the birth weight distribution: Where’s the effect? Journal of Physical Activity &
Health,
9, 1168-1177.
• Chung, H . & Chang, H.-C. (2012) Bayesian approaches to the model selection problem in the analysis of
latent
stage-sequential process. Computational Statistics & Data Analysis, 56, 4097–4110.
• Jones, N.M., Holzman, C., Tian, Y., Witkin, S.S., Genc, M., Friderici, K., Fisher, R., Sezen, D., Babula,
O.,
Jernigan, K.A., Chung, H ., & Wirth, J. (2012) Innate immune system gene polymorphisms in maternal and child
genotype and risk of preterm delivery. Journal of Maternal-Fetal & Neonatal Medicine, 25, 240–247.
• Chung, H ., Anthony, J.C., & Schafer, J.L. (2011) Latent class profile analysis: an application to stage
sequential process of early onset drinking behaviours. Journal of the Royal Statistical Society, Series A, 174,
689–712.
• Jones, N.M., Holzman, C., Friderici, K.H., Jernigan, K., Chung, H ., Wirth, J., & Fisher, R. (2010)
Interplay
of
cytokine polymorphisms and bacterial vaginosis in the etiology of preterm delivery. Journal of Reproductive
Immunology, 87, 82–89.
• Chen, Y., Holzman, C., Chung, H ., Senagore, P., Talge, N., & Siler-Khordr, T. (2010) Levels of maternal
serum
corticotropin-releasing hormone (CHR) at midpregnancy in relation to maternal characteristics.
Psychoneuroendocrinology, 35, 820–832.
• Kelly, R., Holzman, C., Senagore, P., Wang, J., Tian, Y., Rahbar, M.H., & Chung, H . (2009) Placental
vascular
pathology findings and pathways to preterm delivery. American Journal of Epidemiology, 170, 148–158.
• Gargano, W.J., Holzman, C., Senagore, P., Thorsen, P., Skogstrand, K., Hougaard, D.M., Rahbar, M.H., &
Chung,
H .
(2008) Mid-pregnancy circulating cytokine levels, histologic chorioamnionitis and spontaneous preterm birth.
Journal of Reproductive Immunology, 79, 100–110.
• Xu, J., Holzman, C.B., Arvidson, C.G., Chung, H ., & Goepfert, A.R. (2008) Mid-pregnancy vaginal fluid
defensins,
bacterial vaginosis, and risk of preterm delivery. Obstetrics & Gynecology, 112, 524–531.
• Chung, H . & Breslau, N. (2008) The latent structure of post-traumatic stress disorder: tests of invariance
by
gender and trauma type. Psychological Medicine, 38, 563–573.
• Chung, H ., Lanza, S.T., & Loken, E. (2008) Latent transition analysis: inference and estimation.
Statistics
in
Medicine, 27, 1834–1854.
• Romero, R., Nien, J.K., Espinoza, J., Todem, D., Fu, W., Chung, H ., Kusanovic, J.P., Gotsch, F., Erez, O.,
Mazaki-Tovi, S., Gomez, R., Edwin, S., Chaiworapngsa, T., Levine, R.J., & Karumanchi, S.A. (2008) A
longitudinal
study of angiogenic (placental growth factor) and anti-angiogenic (soluble endoglin and soluble vascular
endothelial growth factor preceptor-1) factors in normal pregnancy and patients destined to develop
preeclampsia
and deliver a small for gestational age neonate. Journal of Maternal-Fetal & Neonatal Medicine, 21, 9–23.
• Chung, H ., Walls, T.A., & Park, Y. (2007) A latent transition model with logistic regression.
Psychometrika,
72,
413–435
• Demirtas, H., Lester, M., Chung, H ., & Hedeker D. (2007) On the performance of bias-reduction techniques
for
variance estimation in approximate Bayesian bootstrap imputation. Computational Statistics & Data Analysis, 51,
4064–4068.
• Holzman, C., Lin, X., Senagore, P., & Chung, H . (2007) Histological chorioamnionitis and preterm delivery.
American Journal of Epidemiology, 166, 786–794.
• Nettleman, M.D., Chung, H ., Brewer, J., Ayoola, A., & Reed, P.L. (2007) Reasons for unprotected
intercourse:
analysis of the PRAMS survey. Contraception, 75, 361–366.
• Chung, H ., Flaherty, B.P., & Schafer, J.L. (2006) Latent class logistic regression: application to
marijuana
use
and attitudes among high school seniors. Journal of the Royal Statistical Society, Series A, 169, 723–743.
• Chung, H ., Park, Y., & Lanza, S.T. (2005) Latent transition analysis with covariates: pubertal timing and
substance use behaviors in adolescent females. Statistics in Medicine, 24, 2895–2910.
• Chung, H ., Loken, E., & Schafer, J.L. (2004) Response to Letters to the Editor on “Difficulties in drawing
inferences with finite-mixture models: a simple example and a simple solution.” The American Statistician, 58,
363.
• Chung, H ., Loken, E., & Schafer, J.L. (2004) Difficulties in drawing Inferences with finite-mixture
models:
a
simple example with a simple solution. The American Statistician, 58, 152–158.
국내학술지
• Chung H . (2011) Multiple-group latent transition model for the analysis of sequential patterns of
early-onset
drinking behaviors among U.S. adolescents. Korean Journal of Applied Statistics, 24, 709–719.
• Park, G. & Chung, H. (2014) Estimating average causal effect in latent class analysis. Korean Journal of
Applied
Statistics, 20, 1077–109
저서
• Chung, H . (2007) Latent class models. In S. Boslaugh (Ed.), Encyclopedia of Epidemiology, 584–586, Thousand Oaks: Sage.